Dataset info
| Number of variables | 17 |
|---|---|
| Number of observations | 1048574 |
| Missing cells | 269891 (1.5%) |
| Duplicate rows | 56865 (5.4%) |
| Total size in memory | 136.0 MiB |
| Average record size in memory | 136.0 B |
Variables types
| Numeric | 6 |
|---|---|
| Categorical | 8 |
| Boolean | 1 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 0 |
| Rejected | 1 |
| Unsupported | 1 |
Warnings
| Dataset has 56865 (5.4%) duplicate rows | Warning |
Country has a high cardinality: 174 distinct values | Warning |
Crime_Level_in_the_City_of_Employement has 31453 (3.0%) zeros | Zeros |
Gender has 74127 (7.1%) missing values | Missing |
Hair_Color has 70211 (6.7%) missing values | Missing |
Profession has a high cardinality: 1355 distinct values | Warning |
Satisfation_with_employer has 38087 (3.6%) missing values | Missing |
University_Degree has 80600 (7.7%) missing values | Missing |
Work_Experience_in_Current_Job_[years] is an unsupported type, check if it needs cleaning or further analysis | Warning |
Year_of_Record is highly correlated with Instance (ρ = 0.9999164589) | Rejected |
Yearly_Income_in_addition_to_Salary_(e.g._Rental_Income) has a high cardinality: 88309 distinct values | Warning |
Age
Numeric
| Distinct count | 109 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 37.33747737 |
|---|---|
| Minimum | 14 |
| Maximum | 125 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 24 |
| Median | 35 |
| Q3 | 48 |
| 95-th percentile | 67 |
| Maximum | 125 |
| Range | 111 |
| Interquartile range | 24 |
Descriptive statistics
| Standard deviation | 15.99811038 |
|---|---|
| Coef of variation | 0.4284732528 |
| Kurtosis | 0.07511692036 |
| Mean | 37.33747737 |
| MAD | 13.07147022 |
| Skewness | 0.7004130848 |
| Sum | 39151108 |
| Variance | 255.9395358 |
| Memory size | 8.0 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 14. 26.5 31.5 35.5 37.5 ... 103.5 104.5 110.5 117.5 125. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 20 | 25928 | 2.5% | |
| 16 | 25586 | 2.4% | |
| 15 | 25522 | 2.4% | |
| 22 | 25438 | 2.4% | |
| 24 | 25396 | 2.4% | |
| 23 | 25337 | 2.4% | |
| 18 | 25283 | 2.4% | |
| 26 | 25163 | 2.4% | |
| 17 | 25106 | 2.4% | |
| 21 | 25081 | 2.4% | |
| Other values (99) | 794734 | 75.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 14 | 12679 | 1.2% | |
| 15 | 25522 | 2.4% | |
| 16 | 25586 | 2.4% | |
| 17 | 25106 | 2.4% | |
| 18 | 25283 | 2.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 125 | 3 | < 0.1% | |
| 122 | 2 | < 0.1% | |
| 121 | 1 | < 0.1% | |
| 119 | 2 | < 0.1% | |
| 118 | 2 | < 0.1% |
Body_Height_[cm]
Numeric
| Distinct count | 179 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 175.1619895 |
|---|---|
| Minimum | 82 |
| Maximum | 272 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 82 |
|---|---|
| 5-th percentile | 144 |
| Q1 | 160 |
| Median | 174 |
| Q3 | 190 |
| 95-th percentile | 208 |
| Maximum | 272 |
| Range | 190 |
| Interquartile range | 30 |
Descriptive statistics
| Standard deviation | 19.92929899 |
|---|---|
| Coef of variation | 0.1137763909 |
| Kurtosis | -0.3923540455 |
| Mean | 175.1619895 |
| MAD | 16.41314719 |
| Skewness | 0.0819166801 |
| Sum | 183670308 |
| Variance | 397.1769584 |
| Memory size | 8.0 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 82. 98.5 102.5 110.5 114.5 ... 240.5 245.5 250.5 258.5 272. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 167 | 19098 | 1.8% | |
| 169 | 19022 | 1.8% | |
| 166 | 18952 | 1.8% | |
| 172 | 18871 | 1.8% | |
| 173 | 18785 | 1.8% | |
| 163 | 18767 | 1.8% | |
| 165 | 18753 | 1.8% | |
| 170 | 18691 | 1.8% | |
| 168 | 18632 | 1.8% | |
| 164 | 18605 | 1.8% | |
| Other values (169) | 860398 | 82.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 82 | 1 | < 0.1% | |
| 83 | 1 | < 0.1% | |
| 90 | 1 | < 0.1% | |
| 91 | 1 | < 0.1% | |
| 94 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 272 | 1 | < 0.1% | |
| 269 | 1 | < 0.1% | |
| 268 | 1 | < 0.1% | |
| 266 | 1 | < 0.1% | |
| 265 | 1 | < 0.1% |
Country
Categorical
| Distinct count | 174 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Honduras | 111155 |
|---|---|
| Switzerland | 19881 |
| Togo | 19652 |
| Other values (171) |
| Value | Count | Frequency (%) | |
| Honduras | 111155 | 10.6% | |
| Switzerland | 19881 | 1.9% | |
| Togo | 19652 | 1.9% | |
| Israel | 19548 | 1.9% | |
| Austria | 19449 | 1.9% | |
| Serbia | 19258 | 1.8% | |
| Tajikistan | 19134 | 1.8% | |
| Laos | 19036 | 1.8% | |
| Papua New Guinea | 19024 | 1.8% | |
| Sierra Leone | 18937 | 1.8% | |
| Other values (164) | 763500 | 72.8% |
| Max length | 24 |
|---|---|
| Mean length | 8.371749633 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
Crime_Level_in_the_City_of_Employement
Numeric
| Distinct count | 202 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 83.47229475 |
|---|---|
| Minimum | 0 |
| Maximum | 206 |
| Zeros (%) | 3.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 40 |
| Median | 84 |
| Q3 | 125 |
| 95-th percentile | 164 |
| Maximum | 206 |
| Range | 206 |
| Interquartile range | 85 |
Descriptive statistics
| Standard deviation | 50.03143793 |
|---|---|
| Coef of variation | 0.5993777705 |
| Kurtosis | -1.094413831 |
| Mean | 83.47229475 |
| MAD | 42.97572014 |
| Skewness | 0.05160594991 |
| Sum | 87526878 |
| Variance | 2503.144781 |
| Memory size | 8.0 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 2. 4.5 5.5 6.5 ... 196.5 198.5 199.5 201.5 206. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 31453 | 3.0% | |
| 5 | 15900 | 1.5% | |
| 125 | 9711 | 0.9% | |
| 6 | 9115 | 0.9% | |
| 16 | 8746 | 0.8% | |
| 130 | 8565 | 0.8% | |
| 117 | 8539 | 0.8% | |
| 136 | 8279 | 0.8% | |
| 86 | 8252 | 0.8% | |
| 120 | 8151 | 0.8% | |
| Other values (192) | 931863 | 88.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 31453 | 3.0% | |
| 4 | 6502 | 0.6% | |
| 5 | 15900 | 1.5% | |
| 6 | 9115 | 0.9% | |
| 7 | 82 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 206 | 1 | < 0.1% | |
| 203 | 17 | < 0.1% | |
| 202 | 1 | < 0.1% | |
| 201 | 34 | < 0.1% | |
| 200 | 17 | < 0.1% |
Gender
Categorical
| Distinct count | 7 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 7.1% |
| Missing (n) | 74127 |
| male | |
|---|---|
| other | |
| female | |
| Other values (3) | |
| (Missing) | 74127 |
| Value | Count | Frequency (%) | |
| male | 400113 | 38.2% | |
| other | 252053 | 24.0% | |
| female | 237489 | 22.6% | |
| unknown | 62957 | 6.0% | |
| f | 15031 | 1.4% | |
| 0 | 6804 | 0.6% | |
| (Missing) | 74127 | 7.1% |
| Max length | 7 |
|---|---|
| Mean length | 4.740310174 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Hair_Color
Categorical
| Distinct count | 7 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 6.7% |
| Missing (n) | 70211 |
| Black | |
|---|---|
| Blond | |
| Brown | |
| Other values (3) | 69760 |
| (Missing) | 70211 |
| Value | Count | Frequency (%) | |
| Black | 400652 | 38.2% | |
| Blond | 253993 | 24.2% | |
| Brown | 253958 | 24.2% | |
| Red | 63281 | 6.0% | |
| Unknown | 6279 | 0.6% | |
| 0 | 200 | < 0.1% | |
| (Missing) | 70211 | 6.7% |
| Max length | 7 |
|---|---|
| Mean length | 4.756597055 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Housing_Situation
Categorical
| Distinct count | 10 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Large House | |
|---|---|
| Medium House | |
| Castle | |
| Other values (7) |
| Value | Count | Frequency (%) | |
| Large House | 166291 | 15.9% | |
| Medium House | 138527 | 13.2% | |
| Castle | 124551 | 11.9% | |
| Large Apartment | 124341 | 11.9% | |
| nA | 124052 | 11.8% | |
| Small House | 123710 | 11.8% | |
| Medium Apartment | 97547 | 9.3% | |
| 0 | 76481 | 7.3% | |
| 0 | 65536 | 6.3% | |
| Small Apartment | 7538 | 0.7% |
| Max length | 16 |
|---|---|
| Mean length | 9.087292838 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
Instance
Numeric
| Distinct count | 991709 |
|---|---|
| Unique (%) | 94.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 495114.1148 |
|---|---|
| Minimum | 1 |
| Maximum | 991709 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 52429.65 |
| Q1 | 262144.25 |
| Median | 489008.5 |
| Q3 | 729565.75 |
| 95-th percentile | 939280.35 |
| Maximum | 991709 |
| Range | 991708 |
| Interquartile range | 467421.5 |
Descriptive statistics
| Standard deviation | 278454.8987 |
|---|---|
| Coef of variation | 0.5624054947 |
| Kurtosis | -1.097939364 |
| Mean | 495114.1148 |
| MAD | 235415.1237 |
| Skewness | 0.007948865954 |
| Sum | 5.191637878e+11 |
| Variance | 7.753713059e+10 |
| Memory size | 8.0 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[1.000000e+00 4.537295e+05 5.105745e+05 5.995575e+05 5.995625e+05 9.917090e+05], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 599558 | 5 | < 0.1% | |
| 599560 | 5 | < 0.1% | |
| 599562 | 5 | < 0.1% | |
| 599559 | 5 | < 0.1% | |
| 599561 | 5 | < 0.1% | |
| 483177 | 2 | < 0.1% | |
| 481128 | 2 | < 0.1% | |
| 489625 | 2 | < 0.1% | |
| 487576 | 2 | < 0.1% | |
| 460951 | 2 | < 0.1% | |
| Other values (991699) | 1048539 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% | |
| 5 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 991709 | 1 | < 0.1% | |
| 991708 | 1 | < 0.1% | |
| 991707 | 1 | < 0.1% | |
| 991706 | 1 | < 0.1% | |
| 991705 | 1 | < 0.1% |
Profession
Categorical
| Distinct count | 1355 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.3% |
| Missing (n) | 2853 |
| payment analyst | 2374 |
|---|---|
| permit records assistant | 2220 |
| postal service mail sorter | 2211 |
| Other values (1351) | |
| (Missing) | 2853 |
| Value | Count | Frequency (%) | |
| payment analyst | 2374 | 0.2% | |
| permit records assistant | 2220 | 0.2% | |
| postal service mail sorter | 2211 | 0.2% | |
| producer | 2205 | 0.2% | |
| photographer | 2202 | 0.2% | |
| patternmaker | 2192 | 0.2% | |
| parking enforcement officer | 2179 | 0.2% | |
| program and policy specialist | 2177 | 0.2% | |
| probation officer trainee | 2171 | 0.2% | |
| policy writer | 2170 | 0.2% | |
| Other values (1344) | 1023620 | 97.6% | |
| (Missing) | 2853 | 0.3% |
| Max length | 67 |
|---|---|
| Mean length | 20.50655748 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
Satisfation_with_employer
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 3.6% |
| Missing (n) | 38087 |
| Average | |
|---|---|
| Happy | |
| Somewhat Happy | |
| (Missing) | 38087 |
| Value | Count | Frequency (%) | |
| Average | 487634 | 46.5% | |
| Happy | 351808 | 33.6% | |
| Somewhat Happy | 155844 | 14.9% | |
| Unhappy | 15201 | 1.4% | |
| (Missing) | 38087 | 3.6% |
| Max length | 14 |
|---|---|
| Mean length | 7.224060486 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
Size_of_City
Numeric
| Distinct count | 615217 |
|---|---|
| Unique (%) | 58.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 833354.543 |
|---|---|
| Minimum | 15 |
| Maximum | 49993331 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 14602 |
| Q1 | 72837 |
| Median | 504480 |
| Q3 | 1183643.5 |
| 95-th percentile | 2188388.75 |
| Maximum | 49993331 |
| Range | 49993316 |
| Interquartile range | 1110806.5 |
Descriptive statistics
| Standard deviation | 2135273.365 |
|---|---|
| Coef of variation | 2.562262824 |
| Kurtosis | 275.8176521 |
| Mean | 833354.543 |
| MAD | 746209.2716 |
| Skewness | 15.22188227 |
| Sum | 8.738339066e+11 |
| Variance | 4.559392342e+12 |
| Memory size | 8.0 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[1.50000000e+01 4.70000000e+01 5.05000000e+01 1.00500000e+02 1.01500000e+02 ... 4.74889990e+07 4.74937625e+07 4.90803945e+07 4.90863550e+07 4.99933310e+07], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 61172 | 55 | < 0.1% | |
| 23604 | 50 | < 0.1% | |
| 38331 | 49 | < 0.1% | |
| 56769 | 40 | < 0.1% | |
| 30932 | 40 | < 0.1% | |
| 7251 | 39 | < 0.1% | |
| 94160 | 38 | < 0.1% | |
| 35091 | 38 | < 0.1% | |
| 60004 | 38 | < 0.1% | |
| 86657 | 38 | < 0.1% | |
| Other values (615207) | 1048149 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 15 | 2 | < 0.1% | |
| 20 | 1 | < 0.1% | |
| 23 | 1 | < 0.1% | |
| 24 | 2 | < 0.1% | |
| 30 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 49993331 | 2 | < 0.1% | |
| 49988987 | 1 | < 0.1% | |
| 49938600 | 1 | < 0.1% | |
| 49929902 | 1 | < 0.1% | |
| 49907324 | 1 | < 0.1% |
Total_Yearly_Income_[EUR]
Numeric
| Distinct count | 837862 |
|---|---|
| Unique (%) | 79.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 68509.7334 |
|---|---|
| Minimum | 6.37 |
| Maximum | 2548790.96 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 6.37 |
|---|---|
| 5-th percentile | 1087.2665 |
| Q1 | 5333.73 |
| Median | 21890.815 |
| Q3 | 86030.5075 |
| 95-th percentile | 285810.3035 |
| Maximum | 2548790.96 |
| Range | 2548784.59 |
| Interquartile range | 80696.7775 |
Descriptive statistics
| Standard deviation | 111929.8077 |
|---|---|
| Coef of variation | 1.633779642 |
| Kurtosis | 20.1184674 |
| Mean | 68509.7334 |
| MAD | 72749.63443 |
| Skewness | 3.520711764 |
| Sum | 7.183752519e+10 |
| Variance | 1.252828186e+10 |
| Memory size | 8.0 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[6.37000000e+00 2.60000000e+01 4.36200000e+01 4.36500000e+01 7.16050000e+01 ... 1.05149878e+06 1.20139256e+06 1.41001710e+06 1.62520507e+06 2.54879096e+06], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 8254.17 | 48 | < 0.1% | |
| 1077.61 | 35 | < 0.1% | |
| 8923.22 | 34 | < 0.1% | |
| 5609.92 | 34 | < 0.1% | |
| 10915.56 | 34 | < 0.1% | |
| 26355.16 | 34 | < 0.1% | |
| 2083.8 | 34 | < 0.1% | |
| 12170.64 | 34 | < 0.1% | |
| 9327.26 | 34 | < 0.1% | |
| 6615.41 | 33 | < 0.1% | |
| Other values (837852) | 1048220 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 6.37 | 1 | < 0.1% | |
| 6.92 | 1 | < 0.1% | |
| 8.5 | 1 | < 0.1% | |
| 8.66 | 1 | < 0.1% | |
| 8.72 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2548790.96 | 1 | < 0.1% | |
| 2391657.56 | 1 | < 0.1% | |
| 2332659.88 | 1 | < 0.1% | |
| 2319623.71 | 1 | < 0.1% | |
| 2285303.38 | 1 | < 0.1% |
University_Degree
Categorical
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 7.7% |
| Missing (n) | 80600 |
| Bachelor | |
|---|---|
| No | |
| Master | |
| Other values (2) | 69225 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Bachelor | 396585 | 37.8% | |
| No | 251689 | 24.0% | |
| Master | 250475 | 23.9% | |
| PhD | 62823 | 6.0% | |
| 0 | 6402 | 0.6% | |
| (Missing) | 80600 | 7.7% |
| Max length | 8 |
|---|---|
| Mean length | 5.355443679 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Wears_Glasses
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 524729 | 50.0% | |
| 0 | 523845 | 50.0% |
Work_Experience_in_Current_Job_[years]
Unsupported
This variable is an unsupported type, check if it needs cleaning or further analysis
| Unsupported value |
|---|
Year_of_Record
Highly correlated
This variable is highly correlated with Instance and should be ignored for analysis
| Correlation | 0.9999164589 |
|---|
Yearly_Income_in_addition_to_Salary_(e.g._Rental_Income)
Categorical
| Distinct count | 88309 |
|---|---|
| Unique (%) | 8.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 EUR | |
|---|---|
| 71546.49 EUR | 32 |
| 81679.37 EUR | 32 |
| Other values (88306) | 102462 |
| Value | Count | Frequency (%) | |
| 0 EUR | 946048 | 90.2% | |
| 71546.49 EUR | 32 | < 0.1% | |
| 81679.37 EUR | 32 | < 0.1% | |
| 51445.76 EUR | 32 | < 0.1% | |
| 125493.97 EUR | 32 | < 0.1% | |
| 137555.01 EUR | 32 | < 0.1% | |
| 46105.44 EUR | 32 | < 0.1% | |
| 21019.6 EUR | 32 | < 0.1% | |
| 30856.63 EUR | 32 | < 0.1% | |
| 20618.14 EUR | 32 | < 0.1% | |
| Other values (88299) | 102238 | 9.8% |
| Max length | 13 |
|---|---|
| Mean length | 5.688788774 |
| Min length | 5 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
First rows
| Age | Body_Height_[cm] | Country | Crime_Level_in_the_City_of_Employement | Gender | Hair_Color | Housing_Situation | Instance | Profession | Satisfation_with_employer | Size_of_City | Total_Yearly_Income_[EUR] | University_Degree | Wears_Glasses | Work_Experience_in_Current_Job_[years] | Year_of_Record | Yearly_Income_in_addition_to_Salary_(e.g._Rental_Income) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 45 | 182 | Afghanistan | 33 | other | Black | 0 | 1 | group head | Unhappy | 25179 | 6182.05 | No | 1 | 17 | 1940.0 | 0 EUR |
| 1 | 17 | 172 | Afghanistan | 25 | female | Blond | 0 | 2 | heavy vehicle and mobile equipment service technician | Unhappy | 2278204 | 6819.69 | No | 0 | 4.9 | 1940.0 | 0 EUR |
| 2 | 48 | 144 | Afghanistan | 34 | female | Blond | 0 | 3 | sorter | Unhappy | 822134 | 8663.53 | Bachelor | 0 | 21 | 1940.0 | 0 EUR |
| 3 | 42 | 152 | Albania | 70 | female | Brown | 0 | 4 | quality control senior engineer | Average | 59477 | 2400.64 | No | 1 | 18 | 1940.0 | 0 EUR |
| 4 | 15 | 180 | Albania | 51 | other | Black | 0 | 5 | logistician | Happy | 23494 | 2816.18 | Master | 1 | 8 | 1940.0 | 0 EUR |
| 5 | 26 | 212 | Albania | 61 | male | Brown | 0 | 6 | unix/linux systems lead | Average | 30624 | 2572.16 | Bachelor | 1 | 15 | 1940.0 | 0 EUR |
| 6 | 22 | 181 | Albania | 58 | male | Black | 0 | 7 | purchasing agent | Average | 288022 | 3336.93 | Bachelor | 1 | 12 | 1940.0 | 0 EUR |
| 7 | 15 | 161 | Albania | 51 | female | NaN | 0 | 8 | quality management specialist | Average | 1595318 | 3679.14 | Bachelor | 0 | 6.3 | 1940.0 | 0 EUR |
| 8 | 37 | 168 | Albania | 68 | male | Black | 0 | 9 | investment officer | Happy | 82114 | 2666.37 | Bachelor | 1 | 15 | 1940.0 | 0 EUR |
| 9 | 25 | 186 | Albania | 60 | NaN | Brown | 0 | 10 | rigger | Average | 2064899 | 3898.08 | Bachelor | 0 | 13 | 1940.0 | 0 EUR |
Last rows
| Age | Body_Height_[cm] | Country | Crime_Level_in_the_City_of_Employement | Gender | Hair_Color | Housing_Situation | Instance | Profession | Satisfation_with_employer | Size_of_City | Total_Yearly_Income_[EUR] | University_Degree | Wears_Glasses | Work_Experience_in_Current_Job_[years] | Year_of_Record | Yearly_Income_in_addition_to_Salary_(e.g._Rental_Income) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1048564 | 45 | 156 | Honduras | 165 | NaN | Black | Medium House | 991700 | procurement specialist | Average | 99211 | 38531.73 | 0 | 1 | 19 | NaN | 0 EUR |
| 1048565 | 61 | 187 | Honduras | 178 | NaN | Brown | Small House | 991701 | plumber's helper | Somewhat Happy | 1770018 | 84943.15 | No | 1 | 24 | NaN | 44734.25 EUR |
| 1048566 | 45 | 153 | Honduras | 165 | NaN | Black | nA | 991702 | strategic account manager | Average | 58819 | 2337.20 | Master | 1 | 20 | NaN | 0 EUR |
| 1048567 | 21 | 174 | Honduras | 132 | NaN | Black | Large Apartment | 991703 | staff analyst ii | Average | 763169 | 33022.45 | No | 1 | 12 | NaN | 0 EUR |
| 1048568 | 58 | 157 | Honduras | 176 | NaN | Black | Medium Apartment | 991704 | project manager | Average | 3315836 | 96531.37 | Bachelor | 1 | 23 | NaN | 0 EUR |
| 1048569 | 32 | 188 | Honduras | 150 | NaN | Blond | Large Apartment | 991705 | motor vehicle operator | Happy | 54925 | 141621.08 | PhD | 1 | 14 | NaN | 0 EUR |
| 1048570 | 20 | 197 | Honduras | 130 | NaN | Black | 0 | 991706 | hiring plan analyst | Somewhat Happy | 1126546 | 1744.25 | Bachelor | 0 | 9 | NaN | 0 EUR |
| 1048571 | 22 | 178 | Honduras | 134 | NaN | Blond | Medium Apartment | 991707 | procurement contracting officer | Average | 90978 | 254738.53 | Bachelor | 0 | 11 | NaN | 61353.98 EUR |
| 1048572 | 54 | 210 | Honduras | 173 | NaN | Brown | Castle | 991708 | kindergarten teacher | Somewhat Happy | 1207591 | 11182.98 | Master | 0 | 21 | NaN | 0 EUR |
| 1048573 | 37 | 195 | Honduras | 156 | NaN | Brown | 0 | 991709 | Assistant Nurse | Average | 13362 | 1280.21 | Master | 0 | 19 | NaN | 0 EUR |